{"id":"W2614016961","doi":"10.3201/eid2307.170315","title":"Outbreaks and Surveys: A Dilogy","year":2017,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Outbreak; Geography; Virology; Biology; Environmental health; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06299143,0.001324189,0.001452324,0.005529454,0.002499437,0.008958282,0.003126304,0.01102594,0.01072797],"category_scores_gemma":[0.191635,0.001336133,0.00136549,0.003455692,0.006885897,0.01553828,0.004723628,0.01033323,0.005430633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005083815,"about_ca_system_score_gemma":0.005158857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01541255,"about_ca_topic_score_gemma":0.01765176,"domain_scores_codex":[0.9309009,0.03896799,0.008342845,0.005027507,0.01469412,0.002066538],"domain_scores_gemma":[0.8009767,0.08693296,0.02026679,0.02077108,0.06074732,0.01030517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008679039,0.00005449524,0.01560314,0.001312091,0.0002001508,0.0006630439,0.001903623,0.0002691694,0.000452699,0.01060872,0.7931803,0.1756658],"study_design_scores_gemma":[0.00006377022,0.0001705883,0.03381246,0.005752052,0.00008890949,0.002693187,0.005289992,0.001405438,0.0004284356,0.02125498,0.9288412,0.0001991367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002222658,0.0288373,0.004885586,0.9133211,0.04431195,0.00008528551,0.0004679243,0.0003001669,0.005568017],"genre_scores_gemma":[0.06281213,0.05189265,0.01456438,0.7434689,0.1104255,0.0002334816,0.0007828074,0.0003496523,0.01547044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06299143,"threshold_uncertainty_score":0.3331345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025296907211438,"score_gpt":0.2916319130322694,"score_spread":0.2813789439601551,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}